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iSchools_2022-01-19_20-33-36.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2022
Short Description:
iSchools via NodeXL https://bit.ly/3tMxkQy
@ischools
@uw_ischool
@iconf
@b01group
@strath_ischool
@ischoolumd
@lisresearch
@simmonsslis
@infogamerist
@libskrat

Top hashtags:
#bts
#army
#iconf22
#infocon2021
#infocon
#informationscience
#asist21
#iconf21
#datascience

Description:
Description
The graph represents a network of 387 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 January 2022 at 04:34 UTC.

The requested start date was Thursday, 20 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 110-day, 5-hour, 31-minute period from Friday, 01 October 2021 at 12:08 UTC to Wednesday, 19 January 2022 at 17:39 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 387
Unique Edges : 435
Edges With Duplicates : 661
Total Edges : 1096
Number of Edge Types : 5
Retweet : 262
MentionsInRetweet : 494
Tweet : 85
Replies to : 36
Mentions : 219
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.0669856459330144
Reciprocated Edge Ratio : 0.125560538116592
Connected Components : 41
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 294
Maximum Edges in a Connected Component : 973
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.580521
Graph Density : 0.00447845121902237
Modularity : 0.485944
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 387 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 January 2022 at 04:34 UTC.

The requested start date was Thursday, 20 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 110-day, 5-hour, 31-minute period from Friday, 01 October 2021 at 12:08 UTC to Wednesday, 19 January 2022 at 17:39 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iSchools
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] https://ischools.org/INFOcon-2021
[6] https://twitter.com/iSchools/status/1446128188569051136
[5] https://ischools.org/iConference
[5] http://ad-id.org/
[5] https://ischools.org/page-18436
[4] https://ischools.org/Registration
[4] https://ischools.org/Jobs
[3] https://ischool.uw.edu/news/2021/11/ischools-weber-wins-funding-help-community-navigate-technology-challenges
[3] https://ischools.org/News/12252902
[3] https://ischools.org/Awards

Top URLs in Tweet in G1:
[4] https://ischools.org/INFOcon-2021
[3] https://ischool.uw.edu/news/2021/11/ischools-weber-wins-funding-help-community-navigate-technology-challenges
[3] https://twitter.com/iSchools/status/1446128188569051136
[2] https://ischools.org/Studies-in-Misinformation
[1] https://ischool.uw.edu/news/2021/09/music-services-fall-short-superfans-ischools-lee-finds

Top URLs in Tweet in G2:
[9] https://ischools.org/INFOcon-2021
[5] https://ischools.org/iConference
[5] http://ad-id.org/
[4] https://ischools.org/Registration
[4] https://ischools.org/Jobs
[3] https://twitter.com/LiebnerUlrike/status/1478288985868886016
[3] https://ischools.org/Awards
[2] https://ischools.org/iConference-2021-Summary
[2] https://ischools.org/Doctoral-Dissertation-Award
[2] https://ischools.org/News/12252902

Top URLs in Tweet in G3:
[2] https://projectinfolit.org/pubs/provocation-series/essays/the-ischool-equation.html
[1] https://strathvacancies.engageats.co.uk/ViewVacancyV2.aspx?enc=mEgrBL4XQK0+ld8aNkwYmPx/5Qx7pR5gNGwCc5iZ8pZFFx6aH8gIB49h3mO9tIE3nz55yLCdqwYruFi90FRauiDEW6P/0TpefHNZvR5zxYQFo0JIwEHyXzTzaVItLvN5ahZgCi7MsBDu7Z4HUiNRyA==
[1] https://twitter.com/iSchools/status/1453680694169939968
[1] https://www.asist.org/meetings-events/webinars/information-and-knowledge-organisation-in-digital-humanities-global-perspectives-dcmi/
[1] https://www.conftool.org/asist2021/index.php?page=browseSessions&form_session=467#paperID342
[1] https://twitter.com/andrewcbillings/status/1483436036088897539
[1] https://lnu.se/en/isdt2022
[1] https://twitter.com/ischools/status/1461012341399736326
[1] https://ickm2022.fh-potsdam.de/#Call%20for%20Papers
[1] https://www.journals.elsevier.com/library-and-information-science-research/call-for-papers/advances-in-research-on-information-creation

Top URLs in Tweet in G4:
[1] https://twitter.com/iSchools/status/1446128188569051136

Top URLs in Tweet in G5:
[2] https://ischools.org/INFOcon-2021
[1] http://bheepz.ischools.co.kr
[1] https://www.c-ischools.org:443/referendum
[1] http://www.c-ischools.org/2021-referendum
[1] https://ischools.org/Lead-From-Wherever-You-Are-Skills-for-an-Evolving-Profession
[1] https://vogw.ischools.co.kr/
[1] https://twitter.com/_TX97/status/1459071172558077953
[1] https://www.ideals.illinois.edu/bitstream/handle/2142/110927/paper_107.pdf?sequence=1&isAllowed=y
[1] https://twitter.com/juchidiuno/status/1447917527481393179
[1] https://lrtf.ischools.co.kr/

Top URLs in Tweet in G7:
[2] https://twitter.com/ischools/status/1461012341399736326
[1] https://twitter.com/iSchools/status/1453680694169939968
[1] https://ischools.org/Womens-Coalition

Top URLs in Tweet in G8:
[1] https://twitter.com/iSchools/status/1446128188569051136
[1] https://umd.zoom.us/webinar/register/WN_I8JkD0yHR1Owqw_qVLdPSQ

Top URLs in Tweet in G10:
[5] https://ischools.org/page-18436
[1] https://ischools.org/INFOcon-2021

Top Domains
Top Domains in Tweet in Entire Graph:
[77] ischools.org
[40] twitter.com
[5] ad-id.org
[5] co.kr
[4] uw.edu
[3] lnu.se
[2] conftool.org
[2] fh-potsdam.de
[2] projectinfolit.org
[2] illinois.edu

Top Domains in Tweet in G1:
[6] ischools.org
[4] uw.edu
[3] twitter.com

Top Domains in Tweet in G2:
[50] ischools.org
[15] twitter.com
[5] ad-id.org
[2] lnu.se
[2] hu.berlin
[1] conftool.org
[1] rutgers.edu
[1] qualtrics.com
[1] fh-potsdam.de
[1] hu-berlin.de

Top Domains in Tweet in G3:
[3] twitter.com
[2] projectinfolit.org
[1] co.uk
[1] asist.org
[1] conftool.org
[1] lnu.se
[1] fh-potsdam.de
[1] elsevier.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[5] co.kr
[4] ischools.org
[4] twitter.com
[2] c-ischools.org
[1] illinois.edu

Top Domains in Tweet in G7:
[3] twitter.com
[1] ischools.org

Top Domains in Tweet in G8:
[1] twitter.com
[1] zoom.us

Top Domains in Tweet in G10:
[6] ischools.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] bts
[77] army
[36] iconf22
[14] infocon2021
[11] infocon
[11] informationscience
[8] asist21
[8] iconf21
[8] datascience
[5] simmonsslis



Top Hashtags in Tweet in G1:
[77] bts
[77] army
[8] informationscience
[5] infocon2021
[5] infocon
[3] pitun2021
[3] misinformation
[3] ai
[2] publicinteresttech
[1] pitun

Top Hashtags in Tweet in G2:
[35] iconf22
[8] iconf21
[6] infocon2021
[5] infocon
[3] infocon21
[2] isic22
[2] protic
[2] sustainability
[1] digitalsustainability
[1] researchimpact

Top Hashtags in Tweet in G3:
[1] asist21
[1] iconf22

Top Hashtags in Tweet in G4:
[5] datascience
[1] userinterfacedesign

Top Hashtags in Tweet in G5:
[2] jacketpride
[2] levyforlearning
[1] infocon
[1] arma2021
[1] infocon2021
[1] cide22

Top Hashtags in Tweet in G6:
[2] cybersecurity
[1] smartcities

Top Hashtags in Tweet in G10:
[5] simmonsslis
[3] vr
[3] ar
[3] simmonsuniversity
[1] informationscience

Top Words
Top Words in Tweet in Entire Graph:
[201] ischools
[143] more
[123] information
[91] uw_ischool
[87] services
[82] ischool's
[79] lee
[77] jin
[77] elegantlogic
[77] believes

Top Words in Tweet in G1:
[87] uw_ischool
[81] ischool's
[78] services
[77] jin
[77] lee
[77] elegantlogic
[77] believes
[77] streaming
[77] more
[77] serve

Top Words in Tweet in G2:
[96] ischools
[68] information
[45] more
[42] iconf
[41] science
[35] #iconf22
[26] virtual
[23] event
[22] explore
[22] 2021

Top Words in Tweet in G3:
[24] information
[16] submit
[15] working
[15] special
[15] issue
[15] ihuvila
[15] archivingeye
[15] kyungwonkoh
[14] timgorichanaz
[14] creation

Top Words in Tweet in G4:
[10] ischools
[8] anelisehshrout
[7] human
[6] program
[6] uoftinfofaculty
[6] especially
[5] centered
[5] #datascience
[5] combine
[4] data

Top Words in Tweet in G5:
[25] gt
[8] ischools
[7] ì
[5] lt
[5] information
[4] 출처
[3] infocon
[3] 2021
[3] people
[2] ìš

Top Words in Tweet in G6:
[4] csgspace
[2] globalcyberalln
[2] today
[2] gillthomasuk
[2] talking
[2] #cybersecurity
[2] toolkits
[2] cybersecurity

Top Words in Tweet in G7:
[6] ischools
[6] infogamerist
[4] exciting
[4] web
[4] live
[4] finally
[4] announce
[4] role
[4] co
[4] chair

Top Words in Tweet in G8:
[5] erickgalinkin
[5] ischools
[4] bsideslv
[4] jobs
[3] bodaceacat
[3] gdbassett
[3] students
[3] looking
[3] internships
[3] used

Top Words in Tweet in G9:
[8] uofginfostudies
[7] ischools
[6] mariaecogl
[5] ianinform
[5] amyicurrie
[3] nominated
[3] amy
[3] award
[2] thanks
[2] well

Top Words in Tweet in G10:
[11] 2021
[9] reality
[8] virtual
[6] october
[5] learn
[5] #simmonsslis
[5] professor
[5] present
[5] 20
[5] infocon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] uw_ischool,ischool's
[77] ischool's,jin
[77] jin,lee
[77] lee,elegantlogic
[77] elegantlogic,believes
[77] believes,streaming
[77] streaming,services
[77] services,more
[77] more,serve
[77] serve,#bts

Top Word Pairs in Tweet in G1:
[77] ischool's,jin
[77] jin,lee
[77] lee,elegantlogic
[77] elegantlogic,believes
[77] believes,streaming
[77] streaming,services
[77] services,more
[77] more,serve
[77] serve,#bts
[77] #bts,fans

Top Word Pairs in Tweet in G2:
[21] information,science
[19] virtual,event
[15] library,information
[14] explore,information
[14] science,related
[14] related,careers
[14] careers,infocon
[14] infocon,2021
[14] 2021,free
[14] free,virtual

Top Word Pairs in Tweet in G3:
[15] special,issue
[15] ihuvila,archivingeye
[15] archivingeye,kyungwonkoh
[14] working,information
[14] information,creation
[14] creation,submit
[14] submit,special
[14] issue,lisr
[14] lisr,ed
[14] ed,ihuvila

Top Word Pairs in Tweet in G4:
[8] anelisehshrout,ischools
[5] ischools,human
[5] human,centered
[5] centered,#datascience
[5] #datascience,program
[5] program,uoftinfofaculty
[5] uoftinfofaculty,especially
[5] especially,combine
[4] chribecker,anelisehshrout
[2] data,science

Top Word Pairs in Tweet in G5:
[10] gt,gt
[5] gt,lt
[4] lt,출처
[4] 출처,gt
[3] infocon,2021
[2] ì,ìš
[2] ì,ì
[2] virtual,event
[2] event,showcases
[2] showcases,breadth

Top Word Pairs in Tweet in G6:
[2] csgspace,csgspace
[2] csgspace,globalcyberalln
[2] globalcyberalln,today
[2] today,gillthomasuk
[2] gillthomasuk,talking
[2] talking,#cybersecurity
[2] #cybersecurity,toolkits
[2] toolkits,cybersecurity

Top Word Pairs in Tweet in G7:
[4] web,live
[4] live,finally
[4] finally,announce
[4] announce,role
[4] role,co
[4] co,chair
[4] chair,ischools
[4] ischools,women's
[4] women's,coalition
[3] please,touch

Top Word Pairs in Tweet in G8:
[3] gdbassett,erickgalinkin
[3] erickgalinkin,bsideslv
[3] bsideslv,students
[3] students,looking
[3] looking,jobs
[3] jobs,internships
[3] internships,ischools
[3] ischools,used
[3] used,librarian
[2] bodaceacat,gdbassett

Top Word Pairs in Tweet in G9:
[5] ischools,uofginfostudies
[4] mariaecogl,ischools
[4] uofginfostudies,ianinform
[3] amyicurrie,ischools
[2] amyicurrie,mariaecogl
[2] nominated,amyicurrie
[2] ischools,2022
[2] 2022,doctoral
[2] doctoral,award
[2] award,great

Top Word Pairs in Tweet in G10:
[5] virtual,event
[4] october,20
[4] ischools,infocon
[4] infocon,2021
[4] 2021,virtual
[3] learn,virtual
[3] virtual,reality
[3] reality,#vr
[3] #vr,augmented
[3] augmented,reality

Top Replied-To
Top Replied-To in Entire Graph:
@socioanna
@amyicurrie
@mariaecogl
@anelisehshrout
@rutgerscomminfo
@uwresponsibleai
@drexelcci
@monashinfotech
@linneuni
@profmadison

Top Replied-To in G1:
@uwresponsibleai

Top Replied-To in G2:
@rutgerscomminfo
@linneuni
@drexelcci
@monashinfotech
@rybesh

Top Replied-To in G3:
@timgorichanaz

Top Replied-To in G4:
@anelisehshrout
@cfiesler
@loriemerson

Top Replied-To in G6:
@csgspace

Top Replied-To in G8:
@gdbassett
@erickgalinkin

Top Replied-To in G9:
@mariaecogl
@amyicurrie
@delredhead

Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@uw_ischool
@elegantlogic
@iconf
@ihuvila
@archivingeye
@kyungwonkoh
@timgorichanaz
@anna_suor
@strath_ischool

Top Mentioned in G1:
@uw_ischool
@elegantlogic
@jevinwest
@aylin_cim
@taschagroup
@uwcip
@nniiicc
@uwresponsibleai
@uw
@newamerica

Top Mentioned in G2:
@ischools
@iconf
@ibi_hu
@liebnerulrike
@yonahleve
@upslis
@apsap_armenia
@ischoolksu
@strath_ischool
@isic2022

Top Mentioned in G3:
@ihuvila
@archivingeye
@kyungwonkoh
@timgorichanaz
@anna_suor
@ischools
@strath_ischool
@asist_org
@alisehq
@infogamerist

Top Mentioned in G4:
@anelisehshrout
@uoftinfofaculty
@chribecker
@kwelle
@annajobin
@demukost
@chels_bar
@jovialjoy
@histoftech
@kanarinka

Top Mentioned in G6:
@gillthomasuk
@b01group
@csgspace
@adapt_security
@staysafeonline
@nist
@cityofsanjose
@sanmateoco
@jointventuresvn
@pci_initiative

Top Mentioned in G7:
@infogamerist
@ischools
@najeeb69044333
@fnalhayan
@strath_ischool
@strathcis

Top Mentioned in G8:
@erickgalinkin
@bodaceacat
@bsideslv
@gdbassett
@ischoolumd
@bstjean

Top Mentioned in G9:
@ischools
@uofginfostudies
@ianinform
@mariaecogl
@amyicurrie

Top Mentioned in G10:
@ischools
@simmonsslis
@cathy2cool
@arma_int
@ischool

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@artificialbra1n
@fabriciosx
@stankinmyblunt
@education_24x7
@removegopnow
@4evrstardancer
@shopermintjinky
@vrretweeter
@btsismy74720491

Top Tweeters in G1:
@stankinmyblunt
@removegopnow
@4evrstardancer
@shopermintjinky
@btsismy74720491
@parkly23
@agent_snark
@deeannisa
@kristine_jung18
@directonerkalov

Top Tweeters in G2:
@artificialbra1n
@digtalhumanatee
@real_person_dh
@rutgerscomminfo
@ted_underwood
@ameliangibson
@jedpc
@rjotaduran
@pavaobot
@windloochie

Top Tweeters in G3:
@margymaclibrary
@cilipinfo
@stevenmaccall
@cilipscotland
@citylis
@lisresearch
@suzanasukovic
@eventcentralme
@asist_org
@bhuva_at_uts

Top Tweeters in G4:
@fabriciosx
@pardoe_ai
@heatherfro
@histoftech
@loriemerson
@cfiesler
@annajobin
@anelisehshrout
@dabare64
@laurenfklein

Top Tweeters in G5:
@stephenmolldrem
@randomarchivist
@micahvandegrift
@nkosssiii
@dearpriya
@doc_soc
@bethanycaye
@isd911
@slimnews
@timothydbowman

Top Tweeters in G6:
@cybersec_feeds
@staysafeonline
@b01group
@nist
@pci_initiative
@csgspace
@cityofsanjose
@sanmateoco
@jointventuresvn
@adapt_security

Top Tweeters in G7:
@stuartmacq
@g3om4c
@ciliplirg
@infogamerist
@seanjmcnamara1
@ggallerina
@strathcis
@fnalhayan
@najeeb69044333

Top Tweeters in G8:
@gdbassett
@cillic
@yaganub
@bsideslv
@ischoolumd
@erickgalinkin
@bodaceacat
@bstjean

Top Tweeters in G9:
@jenny_mitcham
@uofginfostudies
@mariaecogl
@agow
@delredhead
@amyicurrie
@ianinform

Top Tweeters in G10:
@vrretweeter
@simmonsslis
@arma_int
@annmgraf
@acrl_is_itech
@cathy2cool
@ischool


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